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文档列表

6. Appendix/2. Windows-Focused Environment Setup 2018.mp4 195.5 MB
6. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
3. Traditional AB Testing/9. CTR AB Test in Code.mp4 59.7 MB
6. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.1 MB
6. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
6. Appendix/12. What order should I take your courses in (part 2).mp4 39.5 MB
6. Appendix/12. What order should I take your courses in (part 2).vtt 39.5 MB
6. Appendix/11. What order should I take your courses in (part 1).mp4 30.8 MB
5. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.mp4 28.9 MB
6. Appendix/4. How to Code by Yourself (part 1).mp4 25.7 MB
4. Bayesian AB Testing/6. Bayesian AB Testing in Code.mp4 20.4 MB
2. Bayes Rule and Probability Review/7. Confidence Intervals.mp4 16.1 MB
6. Appendix/5. How to Code by Yourself (part 2).mp4 15.5 MB
2. Bayes Rule and Probability Review/1. Bayes Rule Review.mp4 15.4 MB
6. Appendix/6. How to Succeed in this Course (Long Version).mp4 13.2 MB
4. Bayesian AB Testing/10. Confidence Interval Approximation vs. Beta Posterior.mp4 12.1 MB
4. Bayesian AB Testing/4. Conjugate Priors.mp4 11.6 MB
3. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.mp4 11.0 MB
2. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.mp4 10.4 MB
4. Bayesian AB Testing/11. Adaptive Ad Server Exercise.mp4 9.9 MB
3. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).mp4 9.9 MB
5. Practice Makes Perfect/4. Exercise Gaussians.mp4 9.3 MB
3. Traditional AB Testing/6. t-test Exercise.mp4 9.0 MB
5. Practice Makes Perfect/5. Exercise Gaussian Implementation.mp4 8.4 MB
6. Appendix/10. Python 2 vs Python 3.mp4 8.2 MB
3. Traditional AB Testing/2. Simple AB Testing Recipe.mp4 8.2 MB
4. Bayesian AB Testing/8. Finding a Threshold Without P-Values.mp4 8.1 MB
4. Bayesian AB Testing/9. Thompson Sampling Convergence Demo.mp4 8.0 MB
2. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.mp4 8.0 MB
4. Bayesian AB Testing/3. UCB1.mp4 7.6 MB
4. Bayesian AB Testing/3. UCB1.vtt 7.6 MB
2. Bayes Rule and Probability Review/4. Imbalanced Classes.mp4 7.5 MB
3. Traditional AB Testing/1. AB Testing Problem Setup.mp4 7.3 MB
2. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.mp4 7.1 MB
4. Bayesian AB Testing/5. Bayesian AB Testing.mp4 6.9 MB
4. Bayesian AB Testing/1. Explore vs. Exploit.mp4 6.7 MB
3. Traditional AB Testing/13. AB Testing Pitfalls.mp4 6.6 MB
3. Traditional AB Testing/3. P-Values.mp4 6.5 MB
2. Bayes Rule and Probability Review/3. The Monty Hall Problem.mp4 6.4 MB
3. Traditional AB Testing/14. Traditional AB Testing Summary.mp4 6.3 MB
3. Traditional AB Testing/5. t-test in Code.mp4 6.2 MB
1. Introduction and Outline/3. How to succeed in this course.mp4 5.8 MB
6. Appendix/1. What is the Appendix.mp4 5.7 MB
3. Traditional AB Testing/12. Statistical Power.mp4 5.0 MB
4. Bayesian AB Testing/2. The Epsilon-Greedy Solution.mp4 4.9 MB
3. Traditional AB Testing/10. Chi-Square Exercise.mp4 4.3 MB
4. Bayesian AB Testing/7. The Online Nature of Bayesian AB Testing.mp4 4.3 MB
6. Appendix/9. Where to get Udemy coupons and FREE deep learning material.mp4 4.2 MB
5. Practice Makes Perfect/3. Exercise Die Roll.mp4 4.2 MB
1. Introduction and Outline/1. What's this course all about.mp4 3.9 MB
3. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.mp4 3.8 MB
5. Practice Makes Perfect/1. Exercise Compare different strategies.mp4 3.4 MB
2. Bayes Rule and Probability Review/2. Simple Probability Problem.mp4 3.4 MB
3. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.mp4 2.9 MB
1. Introduction and Outline/2. Where to get the code for this course.mp4 2.1 MB
6. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt 28.4 kB
6. Appendix/4. How to Code by Yourself (part 1).vtt 20.3 kB
6. Appendix/2. Windows-Focused Environment Setup 2018.vtt 17.8 kB
6. Appendix/11. What order should I take your courses in (part 1).vtt 14.4 kB
6. Appendix/6. How to Succeed in this Course (Long Version).vtt 13.1 kB
6. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt 12.7 kB
6. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.vtt 12.5 kB
6. Appendix/5. How to Code by Yourself (part 2).vtt 11.9 kB
2. Bayes Rule and Probability Review/7. Confidence Intervals.vtt 11.8 kB
2. Bayes Rule and Probability Review/1. Bayes Rule Review.vtt 11.2 kB
3. Traditional AB Testing/4. Test Characteristics, Assumptions, and Modifications.vtt 8.6 kB
4. Bayesian AB Testing/4. Conjugate Priors.vtt 8.3 kB
3. Traditional AB Testing/8. AB Test for Click-Through Rates (Chi-Square Test).vtt 7.0 kB
5. Practice Makes Perfect/2. Intro to Exercises on Conjugate Priors.vtt 7.0 kB
4. Bayesian AB Testing/11. Adaptive Ad Server Exercise.vtt 6.8 kB
3. Traditional AB Testing/9. CTR AB Test in Code.vtt 6.6 kB
4. Bayesian AB Testing/6. Bayesian AB Testing in Code.vtt 6.4 kB
3. Traditional AB Testing/6. t-test Exercise.vtt 6.4 kB
5. Practice Makes Perfect/4. Exercise Gaussians.vtt 6.3 kB
3. Traditional AB Testing/2. Simple AB Testing Recipe.vtt 6.1 kB
3. Traditional AB Testing/1. AB Testing Problem Setup.vtt 5.8 kB
2. Bayes Rule and Probability Review/5. Maximum Likelihood - Mean of a Gaussian.vtt 5.6 kB
4. Bayesian AB Testing/8. Finding a Threshold Without P-Values.vtt 5.6 kB
2. Bayes Rule and Probability Review/8. What is the Bayesian Paradigm.vtt 5.5 kB
6. Appendix/10. Python 2 vs Python 3.vtt 5.5 kB
2. Bayes Rule and Probability Review/6. Maximum Likelihood - Click-Through Rate.vtt 5.3 kB
2. Bayes Rule and Probability Review/4. Imbalanced Classes.vtt 5.1 kB
4. Bayesian AB Testing/1. Explore vs. Exploit.vtt 5.0 kB
2. Bayes Rule and Probability Review/3. The Monty Hall Problem.vtt 4.8 kB
4. Bayesian AB Testing/5. Bayesian AB Testing.vtt 4.8 kB
3. Traditional AB Testing/13. AB Testing Pitfalls.vtt 4.7 kB
3. Traditional AB Testing/14. Traditional AB Testing Summary.vtt 4.6 kB
3. Traditional AB Testing/3. P-Values.vtt 4.6 kB
1. Introduction and Outline/3. How to succeed in this course.vtt 4.4 kB
4. Bayesian AB Testing/10. Confidence Interval Approximation vs. Beta Posterior.vtt 4.1 kB
3. Traditional AB Testing/12. Statistical Power.vtt 3.6 kB
4. Bayesian AB Testing/2. The Epsilon-Greedy Solution.vtt 3.5 kB
6. Appendix/1. What is the Appendix.vtt 3.4 kB
6. Appendix/9. Where to get Udemy coupons and FREE deep learning material.vtt 3.1 kB
4. Bayesian AB Testing/7. The Online Nature of Bayesian AB Testing.vtt 3.0 kB
4. Bayesian AB Testing/9. Thompson Sampling Convergence Demo.vtt 2.9 kB
5. Practice Makes Perfect/3. Exercise Die Roll.vtt 2.9 kB
1. Introduction and Outline/1. What's this course all about.vtt 2.9 kB
3. Traditional AB Testing/10. Chi-Square Exercise.vtt 2.9 kB
3. Traditional AB Testing/5. t-test in Code.vtt 2.8 kB
3. Traditional AB Testing/11. ABCD… Testing - The Bonferroni Correction.vtt 2.8 kB
5. Practice Makes Perfect/1. Exercise Compare different strategies.vtt 2.6 kB
2. Bayes Rule and Probability Review/2. Simple Probability Problem.vtt 2.4 kB
5. Practice Makes Perfect/5. Exercise Gaussian Implementation.vtt 2.3 kB
3. Traditional AB Testing/7. 0.01 vs 0.011 - Why should we care.vtt 2.0 kB
1. Introduction and Outline/2. Where to get the code for this course.vtt 1.5 kB
[FCS Forum].url 133 Bytes
[FreeCourseSite.com].url 127 Bytes

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